code: def __init__(self, input_dim, lstm_dim, proj_dim, num_lstm_layers):
      super().__init__()
      self.lstm = nn.LSTM(
          input_size=input_dim,
          hidden_size=lstm_dim,
          num_layers=num_lstm_layers,
          batch_first=True,
      )
      self.linear = nn.Linear(lstm_dim, proj_dim, bias=True)
      self.relu = nn.ReLU()
  
file_path: TTS/TTS/speaker_encoder/model.py
imports: import torch
  from torch import nn
label_desc: Use image node_id 1 to create a new LSTMWithoutProjection object from inherited base classes: nn with example: obj = LSTMWithoutProjection(input_dim, lstm_dim, proj_dim, num_lstm_layers)